Is an HD 7870 a good upgrade vs the GTX 560 ti?

Just wondering. May be building a new PC in the summer, and I was thinking about getting a 7870. Obviously I'll be getting a new processor, motherboard and all that good stuff, but will I notice an increase in performance with a 7870 as opposed to a 560 ti?